Developer ecosystem comparison
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Metabase vs tray.ai

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

Metabase and tray.ai both appear on the Smoower Developer Ecosystem Index.

Metabase (rank #165) holds a modest lead over tray.ai (rank #693) on the overall Smoower ecosystem score (51 vs 31). The gap of 20 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Metabase is slightly ahead of tray.ai. On education (docs, guides and learning material for developers), Metabase is ahead of tray.ai. On community (issue response, PR reviews and discussion health), Metabase is clearly ahead of tray.ai. On reach (how visible the ecosystem is beyond its own repos), Metabase is clearly ahead of tray.ai. On momentum (release cadence and how fast the ecosystem moves), Metabase is clearly ahead of tray.ai.

Metabase carries 50,225 GitHub stars across 100 public repos, with 21 repositories active in the last 90 days and 49 external contributors on record. tray.ai shows 300 stars across 49 public repos, 2 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but Metabase's footprint is roughly 167.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Metabase is the stronger read for anyone weighting momentum. tray.ai makes more sense for teams already using its adjacent tools. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.

Side-by-side metrics

MetricMetabasetray.ai
Ranking
Overall rank#165#693
Pillars
Overall5131
Code4943
Education8061
Community3918
Reach414
Momentum6117
Builder experience00
Signals
Stars50,225300
Forks7,167109
Public repos10049
Active repos (90d)212
External contributors491
Avg polish5042
Avg AI-readiness3033

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View Metabase developer profileView tray.ai developer profile